Basic Statistics

Raw Counts

Name Value
Rows 3,347
Columns 242
Discrete columns 242
Continuous columns 0
All missing columns 0
Missing observations 0
Complete Rows 3,347
Total observations 809,974
Memory allocation 3.3 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Bar Chart (with frequency)

Correlation Analysis

## Warning in cor(x = structure(list(access_all_downloads_0 = c(1L, 1L, 1L, : the standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(access_all_downloads = structure(c(1L, : The following features are dropped due to zero variance:
##  * access_provider_0
##  * access_service_0
##  * access_shared_data_0
##  * activity_called_0
##  * activity_recognition_0
##  * ant_0
##  * ant_admin_0
##  * autorun_manager_license_manager_0
##  * autorun_manager_license_service_autorun_0
##  * bind_get_install_referrer_service_0
##  * change_display_mode_0
##  * check_license_0
##  * database_interface_service_0
##  * download_service_0
##  * extension_permission_0
##  * fullscreen_full_0
##  * google_auth_0
##  * google_photos_0
##  * jpush_message_0
##  * maps_receive_0
##  * message_0
##  * permission_0
##  * permission_run_tasks_0
##  * plugin_0
##  * read_0
##  * read_attachment_0
##  * read_avesttings_0
##  * read_content_provider_0
##  * read_data_0
##  * read_databases_0
##  * read_gmail_0
##  * read_gservices_0
##  * read_messages_0
##  * receive_0
##  * receive_signed_data_result_0
##  * respond_0
##  * request_0
##  * send_0
##  * write_0
##  * write_avsetting_0
##  * write_data_0
##  * write_databases_0